Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9609641 | 0.8055556 | 0.5091566 |
| bt | 0.7983247 | 0.4552863 | 0.2065118 |
| maxnet | 0.7689585 | 0.4126984 | NA |
| gam | 0.7990569 | 0.4647109 | 0.2129809 |
| glm | 0.7123459 | 0.3754252 | 0.0894763 |